Graph Classification on DHFR Target set
79.1F1 ScoreAll-In-One
Evaluation results
| Method | Links | ||
|---|---|---|---|
| All-In-OneBase GNN=GCN, %Label=252025.05 | 79.1 | 4.6 | |
| UGPromptBase GNN=GAT, %Label=02025.05 | 78.2 | 1.2 | |
| BaseModelBase GNN=GAT, %Label=02025.05 | 77.3 | — | |
| GPF-PlusBase GNN=GAT, %Label=252025.05 | 77.3 | 0 | |
| UGPromptBase GNN=GCN, %Label=02025.05 | 77 | 2 | |
| GPF-PlusBase GNN=GCN, %Label=252025.05 | 76.9 | 1.9 | |
| Fine-TuningBase GNN=GCN, %Label=252025.05 | 76.8 | 1.7 | |
| Fine-TuningBase GNN=GAT, %Label=252025.05 | 76.5 | -1 | |
| All-In-OneBase GNN=GAT, %Label=252025.05 | 76 | -1.7 | |
| BaseModelBase GNN=GCN, %Label=02025.05 | 75.5 | — | |
| GraphPromptBase GNN=GAT, %Label=252025.05 | 72.8 | -5.8 | |
| GraphPromptBase GNN=GCN, %Label=252025.05 | 71.7 | -5 | |
| GraphPrompt+Base GNN=GCN, %Label=252025.05 | 64.9 | -14 | |
| GraphPrompt+Base GNN=GAT, %Label=252025.05 | 57.2 | -26 |